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Model collapse: why AI models degrade and how to prevent it

AI models trained on AI-generated data lose rare words and facts first. Learn what the research shows, see our GPT-2 test, and build a pipeline that keeps real data in every round.

By Satyam TripathiApify Blog
Model collapse: why AI models degrade and how to prevent it

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Originally published by Apify Blog on Oct 14, 2026.

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